Spatiotemporal Decoupling Between Intensive Policy Interventions and Natural Gradual Recovery in Human–Land Systems During Transition Periods: A Remote Sensing Analysis by Xiao Xie, Chunxiao Zhang, Haojie Kang, Chao E, Jingzhong Li, Wanxia Ren

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Assessing CNN and Semantic Segmentation Models for Coarse Resolution Satellite Image Classification in Subcontinental Scale Land Cover Mapping by Tesfaye Adugna, Wenbo Xu, Jinlong Fan, Haitao Jia, Xin Luo

“…We conducted several experiments to optimize models and select the best models. Then, the best models were evaluated on an unseen dataset. …”
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Research on Part Tolerances for RV-40E Reducer Based on Virtual Prototype Technology by Shousong Jin, Jianwen Shen, Boyu Wang, Fengyi Yu, Yaliang Wang

“…Finally, through the design of experiment analysis, optimal tolerance values are derived for selected parts as recommended in the final table. …”
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Effect of the 16S rRNA Gene Hypervariable Region on the Microbiome Taxonomic Profile and Diversity in the Endangered Fish <i>Totoaba macdonaldi</i> by Itzel Soledad Pérez-Bustamante, Roberto Cruz-Flores, Jesús Antonio López-Carvallo, Samuel Sánchez-Serrano

“…However, this approach faces challenges including the co-amplification of host mitochondrial sequences and the variability in bacterial composition influenced by the selected 16S rRNA gene regions. …”
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Machine learning discovery of the dielectric properties of strontium-containing condensed matter by Dongyang Huang, Jiaxing Fu, Chenghao Yu

“…In this work, machine learning models were successfully developed to capture the relationship between composition and dielectric properties of strontium-containing dielectrics using different algorithms, with hyperparameter optimization performed via grid search. …”
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Research and Application Progress of Laser Cladding Metal Protective Coatings in the Thermal Power Field by HU Han, XU Jinyong, WU Duoli, WEI Xinlong, LI Yong, ZHANG Chao

“…Laser cladding technology has become an important means of improving the surface performance of components in modern manufacturing， particularly demonstrating its unique advantages in the repair and remanufacturing of power plant equipment.This paper reviewed different types of laser cladding processes and their research and applications in improving material wear resistance， corrosion resistance and other properties.The latest advancements in the application of laser cladding technology in the thermal power plant field were discussed， along with its progress in supercritical and ultra-supercritical power plants.The excellent performance of materials such as Hastelloy alloys and nickelbased alloys during the laser cladding process was detailed，including the ceramic particle reinforcement，the selection of elemental composition and the optimization of process parameters.Furthermore，the challenges faced by laser cladding technology and its future development directions were explored， including the optimization of process parameters， the preparation of new coating materials， and the development of new technologies to improve cladding efficiency and coating quality.Laser cladding technology can effectively improve the durability and reliability of power generation equipment， especially in high-temperature and high-pressure environments under supercritical/ultra-supercritical conditions.The future development challenges of laser cladding technology are primarily focused on the further optimization of process parameters， the development of new coating materials， and the development of new technologies to improve cladding efficiency and coating quality.Addressing these challenges will significantly enhance the durability and reliability of power generation equipment in high-temperature and high-pressure environments， providing crucial support for the sustainable development of this field.…”
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Effect of Blending Ratio and Extrusion Operating Conditions on Nutritional Quality and Functional and Sensory Acceptability of Teff-Bulla-Based Complementary Food: A Response Surfa... by Getu Weya Chewicha, Muhammed Adem Abdullahi, Tadele Andargie Wudineh, Tatek Tamiru Geletu, Neela Satheesh

“…This study used central composite rotatable design (CCRD) to assess the effects of specific processing parameters on response variables such as proximate composition and physical, functional, and sensory qualities of produced complementary food. …”
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Austenite Stability and Wear Resistance of High-Manganese Steels by Hennadii Snizhnoi, Volodymyr Sazhnev, Serhii Sheyko, Olexandr Shapurov, Anastasiia Hrechana

“…Classification of wear-resistant components used in metallurgical equipment by category and optimization of high-manganese steel selection. Design / Method / Approach. …”
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Exosomes in cancer nanomedicine: biotechnological advancements and innovations by Jacky J. J. Liu, Duanrui Liu, Sally K. Y. To, Alice S. T. Wong

“…Additionally, we outline a framework for clinical translation that focuses on: cargo selection, organotropic cell sourcing, precision loading methodologies, and route-specific delivery optimization. …”
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Non-traditional plant raw materials in the production technology of flour confec-tionery products by S. M. Ovsienko, N. V. Novgorodska

“…This requires careful selection of ingredients and optimization of technological processes to ensure stability and high quality of products.…”
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Intelligent prediction and oriented design of high-hardness high-entropy ceramics by Anzhe Wang, Jicheng Liu, Linwei Guo, Kejie Qu, Haishen Xie, Yawei Li, Bin Du

“…This achievement is attributed to three key innovations: the construction of the feature space based on the Pearson correlation coefficient and genetic algorithm, along with algorithm selection and optimization through hyperparameter tuning; the novel combination of reduced-dimensionality component compositions with atomic/precursor descriptors, achieving a model R2 value of up to 0.898; the optimization of constituent elements using genetic algorithm and principal component analysis, providing direct guidance for the design of high-hardness high-entropy ceramics. …”
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Review of machine learning-assisted multi-property design of high-entropy alloys: phase structure, mechanical, tribological, corrosion, and hydrogen storage properties by Yunlong Li, Jialiang Tan, Cheng Qian, Xiaochao Liu, Rui Nie

“…It outlines the basic workflow, including data collection, data preprocessing, ML algorithm selection, hyperparameter optimization, model evaluation and model interpretability. …”
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PREPARATION TECHNOLOGY OF TABLETS WITH COMBINATIONS OF THE EXTRACT OF GINKGO AND VINPOCETIN by N. V. Slovesnova, A. Yu. Petrov, S. A. Glavatskikh, V. I. Boyko, M. Yu. Kinev, A. V. Kuznetsov

“…Shown the ability to use indirect indicators of quality tablets at the stage of preliminary selection of excipient composition. The result of experiment planning and evaluation of it for desirability function was able to select the optimal composition of ingredients to create the drug in the form of tablets containing a combination of vinpocetine and Ginkgo biloba extract.…”
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FORMALIZATION OF INNOVATIVE PROCESSES OF FOOD TECHNOLOGY EQUIPMENT by Panfilov V.A.

“…The technology formalization includes the following steps: function formulation, prototype selection; creation of a tree of structural prototype evolution; elaboration and detailing of elements of the 1st and 2nd stages; transformation into the technical solution; feasibility and admissibility control; optimization of parameters, experimental testing, sale of the experimental batch of products; assessment of the effect expected, control of the application field of the product.…”
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Advances in Hepatic Tissue Bioengineering with Decellularized Liver Bioscaffold by Erik Aranha Rossi, Luiz Fernando Quintanilha, Carolina Kymie Vasques Nonaka, Bruno Solano de Freitas Souza

“…The main findings of the articles and each contribution for technique optimization were highlighted, including the protocols of perfusion and decellularization, duration, demonstration of quality control—scaffold acellularity, matrix composition, and preservation of growth factors—and tissue functionality after recellularization. …”
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On the fabrication of a FeCrAlMoTiNi multi-principal element alloy by material extrusion additive manufacturing by L. García de la Cruz, M. Campos, J.M. Torralba, P. Alvaredo

“…Material Extrusion Additive Manufacturing (MEX) provides freedom in geometry selection and maximum use and reuse of the starting materials. …”
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Key considerations based on pharmacokinetic/pharmacodynamic in the design of antibody-drug conjugates by Yangyang Gao, Yuwei Xia, Yixin Chen, Shiqi Zhou, Yingying Fang, Jieru Yu, Leyin Zhang, Leyin Zhang, Leitao Sun, Leitao Sun, Leitao Sun

“…Through the selection of target antigen, the optimization of the linker, the optimization of novel small molecule toxins as payload, the optimization of ADC, overcoming the multi-drug resistance of ADC, improving the ADC tumor penetration of ADC, surface modification of ADC and surface bystander effect of ADC provide a more comprehensive and accurate framework for designing new ADCs.ResultsWe’ve expounded comprehensively on applying pharmacokinetics or pharmacodynamics while designing ADC to obtain higher efficacy and fewer side effects. …”
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INNOVATIVE TECHNOLOGIES OF ALCOHOLIC BEVERAGES BASED ON FRUIT DISTILLATES by E. V. Dubinina, D. V. Andrievskaya, S. M. Tomgorova, K. V. Nebezhev

“…The positive effect of the Vitamon Combi fermentation activator on the fermentation efficiency and the formation of qualitative characteristics of the fermented pulp, including its amino acid composition, is shown. It was established that the optimal conditions for fermentation is the anaerobic regimen at a temperature of no higher than 22 ºС. …”
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From Waste to Wealth: A Review of Eutectic Molten Salt Method for Direct Regeneration of Spent Lithium‐Ion Battery by Junyi Wang, Zehua Qi, Qi Zhao, Kaimin Shih

“…This review begins with an overview of LIB composition and degradation mechanisms, then delves into recent advances in the eutectic molten salt method, covering pre‐treatment, salt selection, thermal optimization, and cost‐benefit analysis. …”
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Inter-Object Navigation of Unmanned Aerial Vehicles to Increase the Efficiency and Accuracy of Inspection of Power Lines by Tymochko O., Fustii V., Kolesnyk G., Olizarenko S., Kalashnyk G., Kulish R., Tymoschuk O., Galinskji D.

“…Thus, the conducted research has shown the effectiveness of the proposed approach for the monitoring of power facilities, route selection, number and composition of search teams. …”
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